kitio.aiMuapi vs P402
A side-by-side look at pricing plans, free tiers, features, pros and cons, updated for 2026. Muapi starts at See pricing page and P402 starts at $49/mo. Check both pricing pages for current plans.
At a glance
Best for
Category
Pricing model
Starting price
Free plan
Made by
Based in
Rating
Key features
- Unified media model API
- Per-generation pricing
- No charge for failed tasks
- Browser studio
- MCP server and CLI
- Workflow builder
- Per-request AI cost ledger
- Customer and feature margin reports
- OpenAI-compatible routing endpoint
- Metadata-only privacy mode
- MCP server and SDK
- Budgets and policy controls
| Feature | Muapi | P402 |
|---|---|---|
| Best for | One pay-as-you-go API for hundreds of image, video and audio models | Meters every AI API call to track cost, margin and budget by owner |
| Category | Models & APIs | Models & APIs |
| Pricing model | Paid | Freemium |
| Starting price | See pricing page | $49/mo |
| Free plan | No | Yes |
| Made by | Muapi | P402 |
| Based in | – | – |
| Rating | No ratings yet | No ratings yet |
| Key features |
|
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Pricing compared
Muapi starts at See pricing page and P402 starts at $49/mo. Check both pricing pages for current plans.
Free plan
Cheapest paid plan
Top plan
Free trial
5 plans
Sandbox
Free
- 25k events per month
- 14-day retention
- Community support
Build
$49/mo
- 250k events per month
- 30-day retention
- API exports
Growth
$199/mo
- 2M events per month
- Customer cost attribution
- Waste and cache reports
Scale
$799/mo, annual contract
- 20M events per month
- Customer budgets
- Margin floor enforcement
Enterprise
Contact sales
- SSO, SAML and SCIM
- Custom retention and SLA
Prices in USD, checked Nov 5, 2026 or later. Plans change often, so confirm on each tool's site before you buy.
Pros and cons
Muapi
- Many providers behind one key
- No subscription required
- Prices listed for every model
- Costs are hard to predict for video
- Relies on third-party models
- Huge catalog can be hard to navigate
P402
- Ties every AI dollar to an owner
- Works without storing prompt content
- Free sandbox for evaluation
- Scale tier requires an annual contract
- Some optimization features are still gated
- Overage fees on event volume
Which one should you choose?
Choose Muapi if you want:
- Many providers behind one key
- No subscription required
- Prices listed for every model
Watch out: costs are hard to predict for video.
Choose P402 if you want:
- Ties every AI dollar to an owner
- Works without storing prompt content
- Free sandbox for evaluation
Watch out: scale tier requires an annual contract.
Muapi vs P402 FAQ
What is the difference between Muapi and P402?
Muapi: One pay-as-you-go API for hundreds of image, video and audio models. P402: Meters every AI API call to track cost, margin and budget by owner. Both are models & apis tools.
Is Muapi or P402 cheaper?
Muapi starts at See pricing page and P402 starts at $49/mo. Check both pricing pages for current plans.
Do Muapi and P402 have free plans?
Muapi: No. P402: Yes.
Who makes Muapi?
Muapi is made by Muapi.
Who makes P402?
P402 is made by P402.
Which should I choose, Muapi or P402?
Choose Muapi if you value many providers behind one key and no subscription required. Choose P402 if you value ties every ai dollar to an owner and works without storing prompt content.